Speech emotion recognition combining acoustic features and linguistic information in a hybrid support vector machine - Belief network architecture

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 1, Issue , 2004, Pages

  Schuller, Björn ^a   Rigol, Gerhard ^a   Lang, Manfred ^a  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

LINEAR CLASSIFIERS; NETWORK ARCHITECTURES; UTTERANCES; VECTOR MACHINES;

COMMUNICATION; COMPUTATIONAL LINGUISTICS; ERROR ANALYSIS; GAUSSIAN NOISE (ELECTRONIC); INFORMATION ANALYSIS; MATHEMATICAL MODELS; MICROPHONES; NEURAL NETWORKS; OPTIMIZATION; PARAMETER ESTIMATION; PROBABILITY; PROJECT MANAGEMENT; ROBUSTNESS (CONTROL SYSTEMS); THRESHOLD ELEMENTS;

SPEECH RECOGNITION;

EID: 4544316885     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. R. Cowie, et al.: "Emotion recognition in human-computer interaction," IEEE Signal Processing magazine, vol. 18, no. 1, pp. 32-80, Jan. 2001.
2. L. Devillers, L. Lamel: "Emotion Detection in Task-Oriented Dialogs, " Proceedings of the ICME 2003, IEEE, Multimedia Human-Machine Interface and Interaction I, Vol. III, pp. 549-552, Baltimore, MD, USA, 2003.
3. C. M. Lee, R. Pieraccini: "Combining acoustic and language information for emotion recognition, " Proceedings of the ICSLP 2002, Denver, CO, USA, 2002
4. A. Nogueiras, et al.: "Speech Emotion Recognition Using Hidden Markov Models, " Eurospeech 2001, Poster Proceedings, pp. 2679-2682, Scandinavia, 2001.
5. V. Hozjan, Z. Kacic: "Improved Emotion Recognition with Large Set of Statistical Features," Proceedings of the Eurospeech 2003, pp. 133-136, Geneva, Switzerland, 2003.
6. B. Schuller: "Towards intuitive speech interaction by the integration of emotional aspects," IEEE Int. Conf. SMC 2002, Yasmine Hammamet, Tunisia, CD-Rom Proceedings, 2002.
7. B. Schuller, G. Rigoll, M. Lang: "Hidden Markov Model-Based Speech Emotion Recognition," Proceedings of the ICASSP 2003, IEEE, Vol. II, pp. 1-4, Hong Kong, China, 2003.